Try it / tally sheet

110922C0100

INE 2024 tally sheet, type 2

Measured on AMD: Qwen3.8-27B, 2026-10-15, 247.7 s, $0.000972stored read

Rows sum to 306, TOTAL says 326: this field goes to a person, with its photo

Gemma's read breaks one of the paper's own checks, so the gate does not accept it.

Straightened by its corner marks; the right-hand column (officials' names and signatures) is blacked out before the page is stored or sent to the model.

Watch it run

Read this sheet again, live

Gemma-4-31B-IT reads the masked page on AMD; the gate checks each field as the answer arrives.

About a minute. One live read runs at a time for the whole site; yours waits in a short queue and shows its place.

How it's checked

Gate: Routed: Option 01 digits 66, words 56; 8 row labels not where expected; rows sum to TOTAL (306 vs 326)

The paper's own checks

✕ rows sum to TOTAL 306 ≠ 326

✓ votaron + representantes = section 5 326 = 326

✓ section 5 = section 7 326 = 326

✓ section 7 = TOTAL 326 = 326

✕ words = digits on every field 22 of 23

Routed to a person

Option 04

Gemma read 51 (words 51) · official capture 51 · the paper 51

Decision on the photo: 51, Gemma misread it; the official capture matches the paper. Confirmed by the certified count, by comparison.

Receipt a Merkle receipt for this field in the sample audit of 300 sheets

receipt (JSON)

Full trace: two real sheets, request to receipt · Source code

All fields (23), and other runs of this sheet

Qwen3.8 · pre-registered run

Other runs (2)

Gemma · pre-registered run Gemma · pre-registered run

Qwen3.8-27B, pre-registered random run. sourceresults/calls_qwen.jsonl Read in 247.7 s, $0.000972.

Field	Digits	Words
Unused ballots section 2 row 1: the printed label read is not the one expected here	304	304	!
Voters on the list section 3	319	319	✓
Representatives who voted section 4	7	7	✓
Voters + representatives section 5	326	326	✓
Ballots taken from the boxes section 7	326	326	✓
Option 01	66	56	!
Option 02 row 7: the printed label read is not the one expected here	3	3	!
Option 03 row 8: the printed label read is not the one expected here	6	6	!
Option 04	51	51	✓
Option 05	10	10	✓
Option 06 row 11: the printed label read is not the one expected here	38	38	!
Option 07	117	117	✓
Option 08 row 13: the printed label read is not the one expected here	4	4	!
Option 09 row 14: the printed label read is not the one expected here	0	0	!
Option 10 row 15: the printed label read is not the one expected here	0	0	!
Option 11 row 16: the printed label read is not the one expected here	0	0	!
Option 12	4	4	✓
Option 13	0	0	✓
Option 14	0	0	✓
Option 15	1	1	✓
Unregistered candidates	0	0	✓
Null votes	6	6	✓
TOTAL section 6	326	326	✓

Options 01–15 are the form's vote rows in printed order, shown without party names. Digits and words are the model's two independent readings. Official capture: the double-keyed official capture of this image (PREP). Certified: the certified district count (Cómputos), which has no section 2-5 or 7 values. Amber: the capture differs from the model. † eye-checked: the capture mis-keyed the field.

Now on 300 sheets: the sample audit